Roee Aharoni
31 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (65) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(12)
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Keyword Collector
(140)
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Prolific Year Β· Prolific
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Unstoppable Β· Bronze
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The Questioner
(4)
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Century Club Β· Bronze
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(6)
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Research topics
Natural Language Processing
(26)
Applications
(17)
Artificial Intelligence
(16)
Machine Learning
(16)
Deep Learning
(14)
Core AI
(14)
Generation
(10)
Resources & Methods
(10)
Learning Types Β· Machine Learning
(8)
Learning Types Β· Deep Learning
(7)
Application Areas
(6)
Models
(6)
Core Methods
(4)
Learning Paradigms
(2)
Techniques
(2)
Keywords
natural language inference
(7)
large language model
(5)
factual consistency
(4)
multilingual nlp
(4)
question answering
(4)
neural machine translation
(4)
language model
(3)
factual consistency evaluation
(3)
abstractive summarization
(3)
question generation
(3)
factual knowledge
(2)
knowledge editing
(2)
sequence-to-sequence model
(2)
summarization evaluation
(2)
in-context learning
(2)
few-shot learning
(2)
neural model
(2)
uncertainty quantification
(1)
factual accuracy
(1)
machine translation
(1)
Papers
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs
NAACL 2025
DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning
IJCNLP 2025
Keep Guessing? When Considering Inference Scaling, Mind the Baselines
NAACL 2025
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
ACL 2024
Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words?
EMNLP 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
EMNLP 2024
Multilingual Instruction Tuning With Just a Pinch of Multilinguality
ACL 2024
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers
ACL 2024
Representation Surgery: Theory and Practice of Affine Steering
ICML 2024
A Comprehensive Evaluation of Tool-Assisted Generation Strategies
EMNLP 2023
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
ACL 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering
EMNLP 2023
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
ACL 2023
Multilingual Sequence-to-Sequence Models for Hebrew NLP
ACL 2023
Multilingual Summarization with Factual Consistency Evaluation
ACL 2023
q2d: Turning Questions into Dialogs to Teach Models How to Search
EMNLP 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation
EMNLP 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models
EMNLP 2023
What You See is What You Read? Improving Text-Image Alignment Evaluation
NeurIPS 2023
TRUE: Re-evaluating Factual Consistency Evaluation
ACL 2022
TRUE: Re-evaluating Factual Consistency Evaluation
NAACL 2022
Q2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering
EMNLP 2021
KoBE: Knowledge-Based Machine Translation Evaluation
EMNLP 2020
Unsupervised Domain Clusters in Pretrained Language Models
ACL 2020
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets
CoNLL 2019
Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection
ACL 2019
Massively Multilingual Neural Machine Translation
NAACL 2019
Split and Rephrase: Better Evaluation and Stronger Baselines
ACL 2018
Morphological Inflection Generation with Hard Monotonic Attention
ACL 2017
Towards String-To-Tree Neural Machine Translation
ACL 2017
Automatic Detection of Machine Translated Text and Translation Quality Estimation
ACL 2014